Description

This analysis provides a forecast of ETH prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-27 3062.426023 3290.773947 3519.729111 3766.192780 4023.682266 4284.439711 4568.151134
2025-08-03 2667.253651 3012.402981 3369.311562 3764.729106 4189.336716 4630.437259 5122.145266
2025-08-10 2415.289752 2833.095710 3275.240338 3775.478509 4323.232689 4902.422422 5558.778699
2025-08-17 2200.193536 2668.077565 3173.252662 3755.082578 4402.620381 5097.304064 5895.041109
2025-08-24 2051.028170 2561.341230 3122.072817 3777.840092 4517.742890 5321.123722 6253.761282
2025-08-31 1893.576070 2433.291589 3036.435165 3752.096411 4569.981513 5467.933217 6520.724467
2025-09-07 1804.574931 2377.240927 3026.584422 3806.587889 4707.605871 5705.939663 6885.946080
2025-09-14 1699.723796 2295.811950 2981.599961 3815.403740 4788.656231 5876.585438 7172.472216
2025-09-21 1598.279021 2212.624801 2929.514056 3811.346404 4850.923233 6022.702277 7428.593633
2025-09-28 1469.853924 2090.149763 2825.149201 3740.540556 4831.001955 6070.837448 7569.533252
2025-10-05 1460.544957 2113.684044 2895.333232 3876.602025 5053.318506 6398.553507 8032.273454
2025-10-12 1416.056228 2090.350585 2906.377868 3939.909501 5188.397427 6624.250080 8376.923321
2025-10-19 1349.063547 2036.940803 2879.979505 3958.337300 5271.574053 6791.866425 8657.970017
2025-10-26 1276.274040 1973.059276 2838.265534 3956.254084 5328.998100 6928.748905 8903.353163
2025-11-02 1214.769318 1921.013918 2808.967164 3967.349545 5400.643705 7081.236480 9166.281897
2025-11-09 1143.172239 1852.286727 2755.759736 3946.280562 5431.165065 7183.336396 9368.672678
2025-11-16 1095.467153 1813.605267 2739.302607 3969.788836 5515.117918 7348.533690 9645.463588
2025-11-23 1029.929627 1747.574816 2684.947959 3943.195763 5535.525713 7436.055703 9828.807531
2025-11-30 1001.908752 1732.399850 2696.200594 3999.482764 5658.258092 7646.918882 10159.740478
2025-12-07 957.032845 1691.465058 2671.778843 4008.588257 5721.100933 7784.508690 10402.435787
2025-12-14 909.657836 1644.911573 2638.188018 4004.397647 5766.143167 7899.654660 10617.650170
2025-12-21 839.711553 1562.491154 2553.580751 3931.257972 5722.068155 7904.077419 10697.575116
2025-12-28 849.699613 1598.417946 2630.888978 4071.790813 5950.383555 8244.548763 11186.980655